Vehicle Re-Identification

Paper Group AWR 20

February 2, 2020

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. From Patch to Image Segmentation using Fully Convolutional Networks – Application to Retinal Images. Learning semantic sentence representations from visually grounded language without lexical knowledge. EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse. Harmonizat …

Paper Group AWR 185

February 1, 2020

Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection. Effective Rotation-invariant Point CNN with Spherical Harmonics kernels. Compressive Transformers for Long-Range Sequence Modelling. Weakly Supervised Domain Detection. Domain Robustness in Neural Machine Translation. Evaluating Protein Transfer Lear …

Paper Group AWR 456

January 31, 2020

FasterSeg: Searching for Faster Real-time Semantic Segmentation. BOBBY2: Buffer Based Robust High-Speed Object Tracking. Unsupervised Neural Quantization for Compressed-Domain Similarity Search. Revealing the Importance of Semantic Retrieval for Machine Reading at Scale. Random Pairwise Shapelets Forest. SurfCon: Synonym Discovery on Privacy-Aware …

Paper Group ANR 213

January 30, 2020

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. Reusable neural skill embeddings for vision-guided whole body movement and object manipulation. Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement. QUOTIENT: Two-Party Secure Neural Netwo …

Paper Group ANR 336

January 30, 2020

Improving Differentially Private Models with Active Learning. The Design and Implementation of a Scalable DL Benchmarking Platform. Multi-Domain Translation by Learning Uncoupled Autoencoders. Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking and Vehicle Re-ID in Multi-Camera Networks. Efficient Feature Selection of Power Qualit …

Paper Group ANR 398

January 30, 2020

An Online Decision-Theoretic Pipeline for Responder Dispatch. ShEMO – A Large-Scale Validated Database for Persian Speech Emotion Detection. Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks. Optimal Training of Fair Predictive Models. DLBricks: Composable Benchmark Generation to Reduce Deep Lea …

Paper Group ANR 1047

January 28, 2020

An Exponential Efron-Stein Inequality for Lq Stable Learning Rules. Attributes Guided Feature Learning for Vehicle Re-identification. $S^{2}$-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning. Cross Domain Knowledge Learning with Dual-branch Adversarial Network for Vehicle Re-identification. Bayesian leave-one-out c …

Paper Group ANR 1048

January 28, 2020

MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants. Residual Networks as Nonlinear Systems: Stability Analysis using Linearization. Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies. An Elo-based rating system for TopCoder SRM. Adversarial Tr …

Paper Group ANR 936

January 28, 2020

Neutron drip line in the Ca region from Bayesian model averaging. Algorithmically generating new algebraic features of polynomial systems for machine learning. Overview for the Second Shared Task on Language Identification in Code-Switched Data. RAVEN: A Dataset for Relational and Analogical Visual rEasoNing. The Dynamics of Handwriting Improves th …

Paper Group ANR 955

January 28, 2020

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network. What’s in my Room? Object Recognition on Indoor Panoramic Images. Brain-Inspired Inference on Missing Video Sequence. Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining. Large-scale text processing pipeline with A …

Paper Group ANR 966

January 28, 2020

Bayesian Zero-Shot Learning. LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation. Zero-shot Learning for Audio-based Music Classification and Tagging. Machine Learning Cryptanalysis of a Quantum Random Number Generator. Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects. Single Clas …

Paper Group ANR 1274

January 27, 2020

Wasserstein Dependency Measure for Representation Learning. BEHRT: Transformer for Electronic Health Records. Acquisition of Inflectional Morphology in Artificial Neural Networks With Prior Knowledge. Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. Mixed-Integer Optimization Approach to Le …

Paper Group ANR 1383

January 26, 2020

Towards Optimisation of Collaborative Question Answering over Knowledge Graphs. A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets. Answering Complex Questions by Joining Multi-Document Evidence with Quasi Knowledge Graphs. Dense Fusion Classmate Network for Land Cover Classification. Improve Diver …

Paper Group ANR 1748

January 25, 2020

A Novel Universal Solar Energy Predictor. Differentiable Ranks and Sorting using Optimal Transport. Finite-Sample Analysis for SARSA with Linear Function Approximation. Least Action Principles and Well-Posed Learning Problems. Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization. Stability of Linear Structural Equat …

Paper Group NANR 73

January 25, 2020

Optimistic mirror descent in saddle-point problems: Going the extra(-gradient) mile. Towards Answer-unaware Conversational Question Generation. Derivational Morphological Relations in Word Embeddings. Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference. Practical Correlated Topic Mo …

Paper Group NAWR 2

January 25, 2020

Unsupervised Face Normalization With Extreme Pose and Expression in the Wild. Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. A Primal Dual Formulation For Deep Learning With Constraints. BioRelEx 1.0: Biological Relation Extraction Benchmark. An Empirical Investigation of Structured Output Modeling for Graph-based Neural D …

Paper Group NANR 201

January 24, 2020

OpenCeres: When Open Information Extraction Meets the Semi-Structured Web. Unsupervised Neural Machine Translation with Future Rewarding. Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs. Neural Boxer at the IWCS Shared Task on DRS Parsing. Difference-Seeking Generative Adversarial Network. Transfer Learning …